The role of fine-grained annotations in supervised recognition of risk factors for heart disease from EHRs (Q35677728)

9 August 2017

title

The role of fine-grained annotations in supervised recognition of risk factors for heart disease from EHRs (English)

1 reference

object of statement has role

9 August 2017

machine learning

index term

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?resulttype=core&format=json&query=SRC%3AMED%20AND%20EXT_ID%3A26122527

natural language processing

8 February 2026

object named as

natural language processing

object of statement has role

index term

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?resulttype=core&format=json&query=SRC%3AMED%20AND%20EXT_ID%3A26122527

object of statement has role

8 February 2026

supervised learning

object named as

supervised machine learning

Medical Subject Headings

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?resulttype=core&format=json&query=SRC%3AMED%20AND%20EXT_ID%3A26122527

8 February 2026

5

Halil Kilicoglu

1 reference

9 August 2017

1

Kirk Roberts

1 reference

9 August 2017

6

Dina Demner-Fushman

1 reference

9 August 2017

Laritza Rodriguez

3

1 reference

9 August 2017

Swapna Abhyankar

4

1 reference

9 August 2017

Sonya E. Shooshan

2

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?resulttype=core&format=json&query=SRC%3AMED%20AND%20EXT_ID%3A26122527

8 February 2026

Halil Kilicoglu

5

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?resulttype=core&format=json&query=SRC%3AMED%20AND%20EXT_ID%3A26122527

8 February 2026

publication date

26 June 2015

1 reference

https://europepmc.org/articles/PMC4988795

9 August 2017

language of work or name

English

0 references

work available at URL

file format

HyperText Markup Language

online access status

open access

content deliverer

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?resulttype=core&format=json&query=SRC%3AMED%20AND%20EXT_ID%3A26122527

https://europepmc.org/articles/PMC4988795?pdf=render

8 February 2026

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?resulttype=core&format=json&query=SRC%3AMED%20AND%20EXT_ID%3A26122527

https://doi.org/10.1016/j.jbi.2015.06.010

8 February 2026

online access status

open access

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?resulttype=core&format=json&query=SRC%3AMED%20AND%20EXT_ID%3A26122527

https://api.elsevier.com/content/article/PII:S1532046415001203?httpAccept=text/plain

8 February 2026

1 reference

Crossref

https://api.crossref.org/works/10.1016/J.JBI.2015.06.010

https://api.elsevier.com/content/article/PII:S1532046415001203?httpAccept=text/xml

8 February 2026

1 reference

Crossref

https://api.crossref.org/works/10.1016/J.JBI.2015.06.010

Journal of Biomedical Informatics

8 February 2026

published in

1 reference

9 August 2017

volume

58 Suppl

1 reference

9 August 2017

page(s)

S111-9

1 reference

Practical applications for natural language processing in clinical research: The 2014 i2b2/UTHealth shared tasks

9 August 2017

cites work

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988795

Annotating risk factors for heart disease in clinical narratives for diabetic patients

27 July 2018

1 reference

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Knowledge-rich temporal relation identification and classification in clinical notes

27 July 2018

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Evaluating the state of the art in disorder recognition and normalization of the clinical narrative

27 July 2018

1 reference

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DNorm: disease name normalization with pairwise learning to rank

27 July 2018

1 reference

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Evaluating temporal relations in clinical text: 2012 i2b2 Challenge

27 July 2018

1 reference

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A comparative study of current Clinical Natural Language Processing systems on handling abbreviations in discharge summaries

27 July 2018

1 reference

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Sentiment Analysis of Suicide Notes: A Shared Task

27 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988795

Evaluating the state of the art in coreference resolution for electronic medical records

27 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988795

Extracting medication information from clinical text

27 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988795

An overview of MetaMap: historical perspective and recent advances

27 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988795

What can natural language processing do for clinical decision support?

27 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988795

ConText: an algorithm for determining negation, experiencer, and temporal status from clinical reports

27 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988795

Recognizing obesity and comorbidities in sparse data

27 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988795

Extracting structured medication event information from discharge summaries

27 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988795

Identification and extraction of family history information from clinical reports

27 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988795

Identifying patient smoking status from medical discharge records

27 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988795

Evaluating the state-of-the-art in automatic de-identification

27 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988795

Using a natural language processing system to extract and code family history data from admission reports

27 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988795

Finding temporal order in discharge summaries

27 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988795

A broad-coverage natural language processing system

27 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988795

2010 i2b2/VA challenge on concepts, assertions, and relations in clinical text

27 July 2018

1 reference

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Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications

25 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988795

Medication reconciliation using natural language processing and controlled terminologies.

25 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988795

A temporal constraint structure for extracting temporal information from clinical narrative

25 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988795

A simple algorithm for identifying negated findings and diseases in discharge summaries

25 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988795

LIBLINEAR: A Library for Large Linear Classification

25 September 2018

26

1 reference

Crossref

https://api.crossref.org/works/10.1016/J.JBI.2015.06.010

8 February 2026

Identifiers

1 reference

journals/jbi/RobertsSRAKD15

9 August 2017

DBLP publication ID

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

9 August 2017

1 reference